Conference paper
Recent advances in constellation optimization for fiber-optic channels
Coding and Visual Communication, Department of Electrical and Photonics Engineering, Technical University of Denmark1
Centre of Excellence for Silicon Photonics for Optical Communications, Centers, Technical University of Denmark2
Department of Electrical and Photonics Engineering, Technical University of Denmark3
Machine Learning in Photonic Systems, Department of Electrical and Photonics Engineering, Technical University of Denmark4
The autoencoder concept for geometric constellation shaping is discussed. Applications in coherent optical fiber communications are presented. Several popular training algorithms are compared. The quantization problem of finite precision DAC and ADC is addressed.
| Language: | English |
|---|---|
| Publisher: | Optica Publishing Group |
| Year: | 2022 |
| Pages: | 1-4 |
| Proceedings: | 2022 European Conference on Optical Communication |
| ISBN: | 1665475579 , 1957171154 , 9781665475570 and 9781957171159 |
| Types: | Conference paper |
| ORCIDs: | Yankov, Metodi P. , Jovanovic, Ognjen , Zibar, Darko and Da Ros, Francesco |
